proposes 6 prediction methods, including time series method (TSM), regression methods (RM), gray method (GM), artificial neural networks (ANN), fractal method (FM) and maximum entropy method (MEM).Neverthe-less, this paper devotes to comparing regression methods and then forecasting the freight volume.